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Yintao Zhou

2 accepted papers

2025

Breaking Data Silos in Parkinson’s Disease Diagnosis: An Adaptive Federated Learning Approach for Privacy-Preserving Facial Expression Analysis

AAAI 2025technical

The early diagnosis of Parkinson’s disease (PD) is crucial for potential patients to receive timely treatment and prevent disease progression. Recent studies have shown that PD is closely linked to impairments in facial muscle control, resulting in characteristic “masked face” symptoms. This discove…

Cited by 1SourcePDFScholar
2024

Early Diagnosing Parkinson's Disease Via a Deep Learning Model Based on Augmented Facial Expression Data

ICASSP 2024accepted

It is crucial to promptly diagnose potential Parkinson's disease (PD) patients in order to facilitate early treatment and prevent disease progression. In recent years, there has been growing interest in using facial expressions for in-vitro PD diagnosis due to the distinct "masked face" characterist…

Cited by 0SourceScholar